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A Course in Machine Learning
There are no learning objectives in this chapter  no learning objectives in this chapter
“Life is more complicated for the “full” decision tree. Certainly if it is given a test example that is identical to one of the training examples, it will do the...
In discussing Kernel Methods on Pg 148, you make reference to " Recall the definition of the soft-margin SVM from Chapter 8.7 and in particular the optimization problem (8.38)." However,...
Hi, Page 13, paragraph 2: "At some point it will become useless to query on additional features. For instance, once you know that this is a Systems course, you _know_...
"we can figure out that out the optimum" is ungrammatical; I'm not sure if "that out" should simply be deleted or if some other phrase was intended.
O(D^2) must be replaced with O(D^3) for (D 3) 
Hi Hal, here is the pull request with the slides for beamer. The title slides mention myself as the beamer version producer. Best Fabrziio
>You can differentite this function according to any one of the inputs; for instance, you can compute (differentite instead of differentiate)
On the 6th line: >"The second, more geometric, defition is that any chord" ("definition" was spelt "defition")